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               Yair Weiss},
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@proceedings{DBLP:conf/nips/2001,
  editor    = {Thomas G. Dietterich and
               Suzanna Becker and
               Zoubin Ghahramani},
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  booktitle = {NIPS},
  publisher = {MIT Press},
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}

@article{DBLP:journals/jmlr/BanerjeeMDG05,
  author    = {Arindam Banerjee and
               Srujana Merugu and
               Inderjit S. Dhillon and
               Joydeep Ghosh},
  title     = {Clustering with Bregman Divergences},
  journal   = {Journal of Machine Learning Research},
  volume    = {6},
  year      = {2005},
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}

@TECHREPORT{Cohn03semi-supervisedclustering,
    author = {David Cohn and Rich Caruana and Andrew Mccallum},
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    year = {2003}
}

@inproceedings{DBLP:conf/icml/KleinKM02,
  author    = {Dan Klein and
               Sepandar D. Kamvar and
               Christopher D. Manning},
  title     = {From Instance-level Constraints to Space-Level Constraints:
               Making the Most of Prior Knowledge in Data Clustering},
  booktitle = {ICML},
  year      = {2002},
  pages     = {307-314},
  crossref  = {DBLP:conf/icml/2002},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}
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  editor    = {Claude Sammut and
               Achim G. Hoffmann},
  title     = {Machine Learning, Proceedings of the Nineteenth International
               Conference (ICML 2002), University of New South Wales, Sydney,
               Australia, July 8-12, 2002},
  publisher = {Morgan Kaufmann},
  year      = {2002},
  isbn      = {1-55860-873-7},
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  author    = {Sugato Basu and
               Arindam Banerjee and
               Raymond J. Mooney},
  title     = {Semi-supervised Clustering by Seeding},
  booktitle = {ICML},
  year      = {2002},
  pages     = {27-34},
  crossref  = {DBLP:conf/icml/2002S},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}
@proceedings{DBLP:conf/icml/2002S,
  editor    = {Claude Sammut and
               Achim G. Hoffmann},
  title     = {Machine Learning, Proceedings of the Nineteenth International
               Conference (ICML 2002), University of New South Wales, Sydney,
               Australia, July 8-12, 2002},
  publisher = {Morgan Kaufmann},
  year      = {2002},
  isbn      = {1-55860-873-7},
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}

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  author    = {Kiri Wagstaff and
               Claire Cardie},
  title     = {Clustering with Instance-level Constraints},
  booktitle = {ICML},
  year      = {2000},
  pages     = {1103-1110},
  crossref  = {DBLP:conf/icml/2000},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}
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  editor    = {Pat Langley},
  title     = {Proceedings of the Seventeenth International Conference
               on Machine Learning (ICML 2000), Stanford University, Stanford,
               CA, USA, June 29 - July 2, 2000},
  booktitle = {ICML},
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  year      = {2000},
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  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@article{DBLP:journals/tkde/PanY10,
  author    = {Sinno Jialin Pan and
               Qiang Yang},
  title     = {A Survey on Transfer Learning},
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  year      = {2010},
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}

@inproceedings{DBLP:conf/icml/DaiYXY08,
  author    = {Wenyuan Dai and
               Qiang Yang and
               Gui-Rong Xue and
               Yong Yu},
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  year      = {2008},
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  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@proceedings{DBLP:conf/icml/2008,
  editor    = {William W. Cohen and
               Andrew McCallum and
               Sam T. Roweis},
  title     = {Machine Learning, Proceedings of the Twenty-Fifth International
               Conference (ICML 2008), Helsinki, Finland, June 5-9, 2008},
  booktitle = {ICML},
  publisher = {ACM},
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  volume    = {307},
  year      = {2008},
  isbn      = {978-1-60558-205-4},
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}

@inproceedings{DBLP:conf/icdm/BhattacharyaGJV09,
  author    = {Indrajit Bhattacharya and
               Shantanu Godbole and
               Sachindra Joshi and
               Ashish Verma},
  title     = {Cross-Guided Clustering: Transfer of Relevant Supervision
               across Domains for Improved Clustering},
  booktitle = {ICDM},
  year      = {2009},
  pages     = {41-50},
  ee        = {http://doi.ieeecomputersociety.org/10.1109/ICDM.2009.33},
  crossref  = {DBLP:conf/icdm/2009},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@proceedings{DBLP:conf/icdm/2009,
  editor    = {Wei Wang 0010 and
               Hillol Kargupta and
               Sanjay Ranka and
               Philip S. Yu and
               Xindong Wu},
  title     = {ICDM 2009, The Ninth IEEE International Conference on Data
               Mining, Miami, Florida, USA, 6-9 December 2009},
  booktitle = {ICDM},
  publisher = {IEEE Computer Society},
  year      = {2009},
  isbn      = {978-0-7695-3895-2},
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}

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  author    = {Jianwen Zhang and
               Changshui Zhang},
  title     = {Multitask Bregman Clustering},
  booktitle = {AAAI},
  year      = {2010},
  ee        = {http://www.aaai.org/ocs/index.php/AAAI/AAAI10/paper/view/1745},
  crossref  = {DBLP:conf/aaai/2010},
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}

@proceedings{DBLP:conf/aaai/2010,
  editor    = {Maria Fox and
               David Poole},
  title     = {Proceedings of the Twenty-Fourth AAAI Conference on Artificial
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               2010},
  booktitle = {AAAI},
  publisher = {AAAI Press},
  year      = {2010},
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  author    = {Bin Cao and
               Sinno Jialin Pan and
               Yu Zhang and
               Dit-Yan Yeung and
               Qiang Yang},
  title     = {Adaptive Transfer Learning},
  booktitle = {AAAI},
  year      = {2010},
  ee        = {http://www.aaai.org/ocs/index.php/AAAI/AAAI10/paper/view/1823},
  crossref  = {DBLP:conf/aaai/2010C},
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}

@proceedings{DBLP:conf/aaai/2010C,
  editor    = {Maria Fox and
               David Poole},
  title     = {Proceedings of the Twenty-Fourth AAAI Conference on Artificial
               Intelligence, AAAI 2010, Atlanta, Georgia, USA, July 11-15,
               2010},
  booktitle = {AAAI},
  publisher = {AAAI Press},
  year      = {2010},
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  author    = {Thomas Finley and
               Thorsten Joachims},
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  year      = {2005},
  pages     = {217-224},
  ee        = {http://doi.acm.org/10.1145/1102351.1102379},
  crossref  = {DBLP:conf/icml/2005},
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@proceedings{DBLP:conf/icml/2005,
  editor    = {Luc De Raedt and
               Stefan Wrobel},
  title     = {Machine Learning, Proceedings of the Twenty-Second International
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  booktitle = {ICML},
  publisher = {ACM},
  series    = {ACM International Conference Proceeding Series},
  volume    = {119},
  year      = {2005},
  isbn      = {1-59593-180-5},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}
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  author    = {Hal Daum{\'e} III and
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  year      = {2005},
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}
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  author    = {Kiri Wagstaff and
               Claire Cardie and
               Seth Rogers and
               Stefan Schr{\"o}dl},
  title     = {Constrained K-means Clustering with Background Knowledge},
  booktitle = {ICML},
  year      = {2001},
  pages     = {577-584},
  crossref  = {DBLP:conf/icml/2001},
  bibsource = {DBLP, http://dblp.uni-trier.de}
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@proceedings{DBLP:conf/icml/2001,
  editor    = {Carla E. Brodley and
               Andrea Pohoreckyj Danyluk},
  title     = {Proceedings of the Eighteenth International Conference on
               Machine Learning (ICML 2001), Williams College, Williamstown,
               MA, USA, June 28 - July 1, 2001},
  publisher = {Morgan Kaufmann},
  year      = {2001},
  isbn      = {1-55860-778-1},
  bibsource = {DBLP, http://dblp.uni-trier.de}
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  author    = {Sugato Basu and
               Mikhail Bilenko and
               Raymond J. Mooney},
  title     = {A probabilistic framework for semi-supervised clustering},
  booktitle = {KDD},
  year      = {2004},
  pages     = {59-68},
  ee        = {http://doi.acm.org/10.1145/1014052.1014062},
  crossref  = {DBLP:conf/kdd/2004},
  bibsource = {DBLP, http://dblp.uni-trier.de}
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@proceedings{DBLP:conf/kdd/2004,
  editor    = {Won Kim and
               Ron Kohavi and
               Johannes Gehrke and
               William DuMouchel},
  title     = {Proceedings of the Tenth ACM SIGKDD International Conference
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               USA, August 22-25, 2004},
  booktitle = {KDD},
  publisher = {ACM},
  year      = {2004},
  isbn      = {1-58113-888-1},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@inproceedings{DBLP:conf/icml/NelsonC07,
  author    = {Blaine Nelson and
               Ira Cohen},
  title     = {Revisiting probabilistic models for clustering with pair-wise
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  booktitle = {ICML},
  year      = {2007},
  pages     = {673-680},
  ee        = {http://doi.acm.org/10.1145/1273496.1273581},
  crossref  = {DBLP:conf/icml/2007},
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}

@proceedings{DBLP:conf/icml/2007,
  editor    = {Zoubin Ghahramani},
  title     = {Machine Learning, Proceedings of the Twenty-Fourth International
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               2007},
  booktitle = {ICML},
  publisher = {ACM},
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  volume    = {227},
  year      = {2007},
  isbn      = {978-1-59593-793-3},
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}

@inproceedings{DBLP:conf/icml/DavidsonR07,
  author    = {Ian Davidson and
               S. S. Ravi},
  title     = {Intractability and clustering with constraints},
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  year      = {2007},
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@proceedings{DBLP:conf/icml/2007D,
  editor    = {Zoubin Ghahramani},
  title     = {Machine Learning, Proceedings of the Twenty-Fourth International
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               2007},
  booktitle = {ICML},
  publisher = {ACM},
  series    = {ACM International Conference Proceeding Series},
  volume    = {227},
  year      = {2007},
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  bibsource = {DBLP, http://dblp.uni-trier.de}
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@MISC{Zheng_transferringmulti-device,
    author = {Vincent Wenchen Zheng and Sinno Jialin Pan and Qiang Yang and Jeffrey Junfeng Pan},
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    year = {2008}
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@MISC{Zhang_multi-taskactive,
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    year = {2010}
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@inproceedings{DBLP:conf/ijcai/PanTKY09,
  author    = {Sinno Jialin Pan and
               Ivor W. Tsang and
               James T. Kwok and
               Qiang Yang},
  title     = {Domain Adaptation via Transfer Component Analysis},
  booktitle = {IJCAI},
  year      = {2009},
  pages     = {1187-1192},
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  bibsource = {DBLP, http://dblp.uni-trier.de}
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@proceedings{DBLP:conf/ijcai/2009,
  editor    = {Craig Boutilier},
  title     = {IJCAI 2009, Proceedings of the 21st International Joint
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  booktitle = {IJCAI},
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@INPROCEEDINGS{Chen_extractingdiscriminative,
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 author = {Wang, Zheng and Song, Yangqiu and Zhang, Changshui},
 title = {Transferred Dimensionality Reduction},
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 series = {ECML PKDD '08},
 year = {2008},
 isbn = {978-3-540-87480-5},
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 pages = {550--565},
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 doi = {http://dx.doi.org/10.1007/978-3-540-87481-2_36},
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  booktitle = {KDD},
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@book{DBLP:books/daglib/0016881,
  author    = {Thomas M. Cover and
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}